The theoretical structure of Fuzzy Analytic Network Process (FANP) with Interval Type-2 Fuzzy Sets

ŞENTÜRK S., Binici Y., ERGİNEL N.

8th IFAC Conference on Manufacturing Modelling, Management and Control (MIM), Troyes, Fransa, 28 - 30 Haziran 2016, cilt.49, ss.1318-1322 identifier identifier

  • Yayın Türü: Bildiri / Tam Metin Bildiri
  • Cilt numarası: 49
  • Doi Numarası: 10.1016/j.ifacol.2016.07.706
  • Basıldığı Şehir: Troyes
  • Basıldığı Ülke: Fransa
  • Sayfa Sayıları: ss.1318-1322
  • Anahtar Kelimeler: Fuzzy Modelling, Multi-criteria Decision Making, Type-2 Fuzzy Sets, LOGIC SYSTEMS, REDUCTION
  • Anadolu Üniversitesi Adresli: Evet

Özet

The Fuzzy Analytic Network Process has solved multi-criteria decision making problems. Type-1 fuzzy sets used defining as expert's linguistic judgement because fuzzy set theory is concerned with uncertainty in human thought and perception. Type-2 fuzzy sets generalized type-1 fuzzy sets so creates more uncertainty while defining membership function. Some fuzzy multi-criteria decision making problems are extended by using type-2 fuzzy sets. Due to general type-2 fuzzy sets are more complicated, it suggested to use interval type-2 fuzzy sets for handling uncertainty. Fuzzy Analytic Network Process (FANP) method is a widely used multi-criteria to handle interaction among the criteria and linguistic variables. In this paper, we propose a new approach which is a fuzzy analytic network process method together with using interval type-2 fuzzy sets. This approach includes linguistic variables in interval type 2 fuzzy sets. (C) 2016, IFAC(International Federation of Automatic Control) Hosting by Elsevier Ltd. All right reserved.